Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-05 0.256879 0.287925 0.322709 0.364861 0.414952 0.473074 0.546353
2025-01-12 0.199221 0.237703 0.284822 0.347861 0.431742 0.542193 0.703440
2025-01-19 0.165804 0.206324 0.259059 0.334813 0.444613 0.604605 0.869567
2025-01-26 0.153209 0.197905 0.259376 0.353771 0.502518 0.743087 1.200856
2025-02-02 0.147760 0.197531 0.269600 0.387641 0.589992 0.955592 1.771243
2025-02-09 0.139941 0.192253 0.271221 0.407686 0.659289 1.162137 2.474433
2025-02-16 0.131973 0.185477 0.269129 0.420556 0.718548 1.373282 3.376933
2025-02-23 0.122921 0.175842 0.260901 0.420728 0.752680 1.544222 4.354236
2025-03-02 0.111168 0.160709 0.241659 0.397247 0.731378 1.570959 4.868540
2025-03-09 0.103416 0.151325 0.231122 0.388626 0.740666 1.684133 5.911308
2025-03-16 0.096976 0.143520 0.222452 0.382246 0.753553 1.815068 7.292278
2025-03-23 0.092946 0.139378 0.219796 0.387564 0.796163 2.062832 9.981890
2025-03-30 0.085970 0.129976 0.207204 0.371415 0.783672 2.132616 11.822122
2025-04-06 0.079302 0.120713 0.194190 0.352945 0.761951 2.164920 13.635435
2025-04-13 0.073901 0.113295 0.184006 0.339398 0.751019 2.238177 16.399465
2025-04-20 0.072814 0.113388 0.188101 0.358654 0.840135 2.809511 31.275571
2025-04-27 0.073249 0.116226 0.197851 0.393162 0.991420 3.894032 93.094356
2025-05-04 0.072112 0.116056 0.201506 0.413599 1.107456 5.013675 321.631898
2025-05-11 0.070359 0.114569 0.202244 0.426726 1.204570 6.237810 1921.423780
2025-05-18 0.067677 0.111102 0.198406 0.426901 1.252281 7.195702 34948.596315
2025-05-25 0.063338 0.104161 0.186478 0.402951 1.192109 7.014564 146467.641955
2025-06-01 0.060460 0.099926 0.180185 0.394160 1.195206 7.547056 NaN
2025-06-08 0.057959 0.096292 0.174938 0.387656 1.206824 8.240075 NaN